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Performed Aspect Based Sentiment Analysis using Topic Modeling(LDA) and sentiment analysis and Regression analysis using Python and Spark on Yelp Restaurant Reviews. The objective of the project was to understand how to extract quantifiable information from reviews to understand the impact of the important aspects for different cuisines and their impact on overall ratings. This project was done in collaboration with my peers at Carlson School Of Management as part of Big Data Analytics Project.